Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 5960 |
| Missing cells | 5271 |
| Missing cells (%) | 6.8% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 MiB |
| Average record size in memory | 244.3 B |
Variable types
| Numeric | 10 |
|---|---|
| Categorical | 3 |
PROPERTY_VALUE_AMT is highly correlated with MORTGAGE_DUE_AMT | High correlation |
MORTGAGE_DUE_AMT is highly correlated with PROPERTY_VALUE_AMT | High correlation |
PROPERTY_VALUE_AMT is highly correlated with MORTGAGE_DUE_AMT | High correlation |
MORTGAGE_DUE_AMT is highly correlated with PROPERTY_VALUE_AMT | High correlation |
PROPERTY_VALUE_AMT is highly correlated with MORTGAGE_DUE_AMT | High correlation |
MORTGAGE_DUE_AMT is highly correlated with PROPERTY_VALUE_AMT | High correlation |
MORTGAGE_DUE_AMT is highly correlated with PROPERTY_VALUE_AMT and 1 other fields | High correlation |
PROPERTY_VALUE_AMT is highly correlated with MORTGAGE_DUE_AMT | High correlation |
CRDT_LINE_CNT is highly correlated with MORTGAGE_DUE_AMT | High correlation |
PROPERTY_VALUE_AMT has 112 (1.9%) missing values | Missing |
CRDT_LINE_CNT has 222 (3.7%) missing values | Missing |
DEROG_CNT has 708 (11.9%) missing values | Missing |
DEBT_INC_RTIO_AMT has 1267 (21.3%) missing values | Missing |
REASON_CDE has 252 (4.2%) missing values | Missing |
YOJ_AMT has 515 (8.6%) missing values | Missing |
MORTGAGE_DUE_AMT has 518 (8.7%) missing values | Missing |
RCNT_CRDT_CNT has 510 (8.6%) missing values | Missing |
OLD_AGE_TRADE_AMT has 308 (5.2%) missing values | Missing |
JOB_CDE has 279 (4.7%) missing values | Missing |
DELINGQ_CNT has 580 (9.7%) missing values | Missing |
CRDT_LINE_CNT has 62 (1.0%) zeros | Zeros |
DEROG_CNT has 4527 (76.0%) zeros | Zeros |
YOJ_AMT has 415 (7.0%) zeros | Zeros |
RCNT_CRDT_CNT has 2531 (42.5%) zeros | Zeros |
DELINGQ_CNT has 4179 (70.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-03-08 17:58:05.798059 |
|---|---|
| Analysis finished | 2022-03-08 17:58:18.279436 |
| Duration | 12.48 seconds |
| Software version | pandas-profiling v3.0.0 |
| Download configuration | config.json |
PROPERTY_VALUE_AMT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 5381 |
|---|---|
| Distinct (%) | 92.0% |
| Missing | 112 |
| Missing (%) | 1.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 101776.0487 |
| Minimum | 8000 |
|---|---|
| Maximum | 855909 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.1 KiB |
Quantile statistics
| Minimum | 8000 |
|---|---|
| 5-th percentile | 39050.7 |
| Q1 | 66075.5 |
| median | 89235.5 |
| Q3 | 119824.25 |
| 95-th percentile | 203717.2 |
| Maximum | 855909 |
| Range | 847909 |
| Interquartile range (IQR) | 53748.75 |
Descriptive statistics
| Standard deviation | 57385.77533 |
|---|---|
| Coefficient of variation (CV) | 0.5638436159 |
| Kurtosis | 24.36280488 |
| Mean | 101776.0487 |
| Median Absolute Deviation (MAD) | 25764.5 |
| Skewness | 3.053344267 |
| Sum | 595186333 |
| Variance | 3293127211 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60000 | 15 | 0.3% |
| 80000 | 14 | 0.2% |
| 85000 | 12 | 0.2% |
| 65000 | 11 | 0.2% |
| 78000 | 10 | 0.2% |
| 72000 | 9 | 0.2% |
| 87000 | 8 | 0.1% |
| 50000 | 8 | 0.1% |
| 68000 | 8 | 0.1% |
| 55000 | 7 | 0.1% |
| Other values (5371) | 5746 | |
| (Missing) | 112 | 1.9% |
| Value | Count | Frequency (%) |
| 8000 | 1 | |
| 8800 | 1 | |
| 9100 | 1 | |
| 9500 | 1 | |
| 11550 | 1 | |
| 11702 | 1 | |
| 12414 | 1 | |
| 12500 | 1 | |
| 12737 | 1 | |
| 12972 | 1 |
| Value | Count | Frequency (%) |
| 855909 | 1 | |
| 854114 | 1 | |
| 854112 | 1 | |
| 850000 | 1 | |
| 512650 | 1 | |
| 511164 | 1 | |
| 505000 | 1 | |
| 471827 | 1 | |
| 469771 | 1 | |
| 469748 | 1 |
TARGET
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 384.1 KiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 5960 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 4771 | |
| 1 | 1189 | 19.9% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| 0 | 4771 | |
| 1 | 1189 | 19.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4771 | |
| 1 | 1189 | 19.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 5960 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4771 | |
| 1 | 1189 | 19.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 5960 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4771 | |
| 1 | 1189 | 19.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5960 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4771 | |
| 1 | 1189 | 19.9% |
| Distinct | 62 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 222 |
| Missing (%) | 3.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.2960962 |
| Minimum | 0 |
|---|---|
| Maximum | 71 |
| Zeros | 62 |
| Zeros (%) | 1.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 7 |
| Q1 | 15 |
| median | 20 |
| Q3 | 26 |
| 95-th percentile | 40 |
| Maximum | 71 |
| Range | 71 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 10.13893319 |
|---|---|
| Coefficient of variation (CV) | 0.4760935101 |
| Kurtosis | 1.157672732 |
| Mean | 21.2960962 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.7750517583 |
| Sum | 122197 |
| Variance | 102.7979663 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 16 | 316 | 5.3% |
| 19 | 307 | 5.2% |
| 24 | 264 | 4.4% |
| 23 | 259 | 4.3% |
| 21 | 235 | 3.9% |
| 20 | 231 | 3.9% |
| 18 | 225 | 3.8% |
| 25 | 221 | 3.7% |
| 15 | 217 | 3.6% |
| 22 | 212 | 3.6% |
| Other values (52) | 3251 | |
| (Missing) | 222 | 3.7% |
| Value | Count | Frequency (%) |
| 0 | 62 | |
| 1 | 6 | 0.1% |
| 2 | 15 | 0.3% |
| 3 | 34 | 0.6% |
| 4 | 42 | 0.7% |
| 5 | 47 | 0.8% |
| 6 | 60 | |
| 7 | 76 | |
| 8 | 92 | |
| 9 | 127 |
| Value | Count | Frequency (%) |
| 71 | 2 | < 0.1% |
| 65 | 3 | 0.1% |
| 64 | 5 | 0.1% |
| 63 | 1 | < 0.1% |
| 58 | 3 | 0.1% |
| 57 | 1 | < 0.1% |
| 56 | 6 | |
| 55 | 14 | |
| 53 | 2 | < 0.1% |
| 52 | 5 | 0.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 708 |
| Missing (%) | 11.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2545696877 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 4527 |
| Zeros (%) | 76.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8460467771 |
|---|---|
| Coefficient of variation (CV) | 3.323438798 |
| Kurtosis | 36.87276339 |
| Mean | 0.2545696877 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.32087025 |
| Sum | 1337 |
| Variance | 0.715795149 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 0 | 4527 | |
| 1 | 435 | 7.3% |
| 2 | 160 | 2.7% |
| 3 | 58 | 1.0% |
| 4 | 23 | 0.4% |
| 6 | 15 | 0.3% |
| 5 | 15 | 0.3% |
| 7 | 8 | 0.1% |
| 8 | 6 | 0.1% |
| 9 | 3 | 0.1% |
| (Missing) | 708 | 11.9% |
| Value | Count | Frequency (%) |
| 0 | 4527 | |
| 1 | 435 | 7.3% |
| 2 | 160 | 2.7% |
| 3 | 58 | 1.0% |
| 4 | 23 | 0.4% |
| 5 | 15 | 0.3% |
| 6 | 15 | 0.3% |
| 7 | 8 | 0.1% |
| 8 | 6 | 0.1% |
| 9 | 3 | 0.1% |
| Value | Count | Frequency (%) |
| 10 | 2 | < 0.1% |
| 9 | 3 | 0.1% |
| 8 | 6 | 0.1% |
| 7 | 8 | 0.1% |
| 6 | 15 | 0.3% |
| 5 | 15 | 0.3% |
| 4 | 23 | 0.4% |
| 3 | 58 | 1.0% |
| 2 | 160 | 2.7% |
| 1 | 435 |
| Distinct | 4693 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 1267 |
| Missing (%) | 21.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 33.77991535 |
| Minimum | 0.5244992154 |
|---|---|
| Maximum | 203.3121487 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.1 KiB |
Quantile statistics
| Minimum | 0.5244992154 |
|---|---|
| 5-th percentile | 20.51188558 |
| Q1 | 29.14003137 |
| median | 34.81826182 |
| Q3 | 39.00314063 |
| 95-th percentile | 42.76785245 |
| Maximum | 203.3121487 |
| Range | 202.7876495 |
| Interquartile range (IQR) | 9.863109256 |
Descriptive statistics
| Standard deviation | 8.601746186 |
|---|---|
| Coefficient of variation (CV) | 0.2546408449 |
| Kurtosis | 50.50404153 |
| Mean | 33.77991535 |
| Median Absolute Deviation (MAD) | 4.814928269 |
| Skewness | 2.852353416 |
| Sum | 158529.1427 |
| Variance | 73.99003745 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 27.10808171 | 1 | < 0.1% |
| 24.59499257 | 1 | < 0.1% |
| 36.9827292 | 1 | < 0.1% |
| 37.39023989 | 1 | < 0.1% |
| 37.41710801 | 1 | < 0.1% |
| 39.73544882 | 1 | < 0.1% |
| 21.46927181 | 1 | < 0.1% |
| 29.77480683 | 1 | < 0.1% |
| 38.38349838 | 1 | < 0.1% |
| 32.50005907 | 1 | < 0.1% |
| Other values (4683) | 4683 | |
| (Missing) | 1267 | 21.3% |
| Value | Count | Frequency (%) |
| 0.5244992154 | 1 | |
| 0.7202950067 | 1 | |
| 0.8381175254 | 1 | |
| 1.028930968 | 1 | |
| 1.565931047 | 1 | |
| 1.603507978 | 1 | |
| 1.85553998 | 1 | |
| 1.909225163 | 1 | |
| 1.920694367 | 1 | |
| 2.365195413 | 1 |
| Value | Count | Frequency (%) |
| 203.3121487 | 1 | |
| 144.1890013 | 1 | |
| 143.949605 | 1 | |
| 133.5282704 | 1 | |
| 114.0505277 | 1 | |
| 91.61259998 | 1 | |
| 84.61388869 | 1 | |
| 84.37903408 | 1 | |
| 78.65438605 | 1 | |
| 76.42147805 | 1 |
LOAN_AMT
Real number (ℝ≥0)
| Distinct | 540 |
|---|---|
| Distinct (%) | 9.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18607.9698 |
| Minimum | 1100 |
|---|---|
| Maximum | 89900 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.1 KiB |
Quantile statistics
| Minimum | 1100 |
|---|---|
| 5-th percentile | 5900 |
| Q1 | 11100 |
| median | 16300 |
| Q3 | 23300 |
| 95-th percentile | 40000 |
| Maximum | 89900 |
| Range | 88800 |
| Interquartile range (IQR) | 12200 |
Descriptive statistics
| Standard deviation | 11207.48042 |
|---|---|
| Coefficient of variation (CV) | 0.6022946371 |
| Kurtosis | 6.932589768 |
| Mean | 18607.9698 |
| Median Absolute Deviation (MAD) | 6000 |
| Skewness | 2.023780712 |
| Sum | 110903500 |
| Variance | 125607617.3 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 15000 | 105 | 1.8% |
| 10000 | 81 | 1.4% |
| 20000 | 74 | 1.2% |
| 25000 | 73 | 1.2% |
| 12000 | 69 | 1.2% |
| 17000 | 51 | 0.9% |
| 13000 | 50 | 0.8% |
| 5000 | 50 | 0.8% |
| 11000 | 47 | 0.8% |
| 8000 | 44 | 0.7% |
| Other values (530) | 5316 |
| Value | Count | Frequency (%) |
| 1100 | 1 | < 0.1% |
| 1300 | 1 | < 0.1% |
| 1500 | 2 | < 0.1% |
| 1700 | 2 | < 0.1% |
| 1800 | 2 | < 0.1% |
| 2000 | 6 | |
| 2100 | 1 | < 0.1% |
| 2200 | 3 | |
| 2300 | 3 | |
| 2400 | 6 |
| Value | Count | Frequency (%) |
| 89900 | 1 | |
| 89800 | 1 | |
| 89200 | 1 | |
| 89000 | 1 | |
| 88900 | 2 | |
| 88800 | 1 | |
| 88500 | 1 | |
| 88300 | 1 | |
| 87500 | 1 | |
| 87000 | 1 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 252 |
| Missing (%) | 4.2% |
| Memory size | 411.2 KiB |
| DebtCon | |
|---|---|
| HomeImp |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 7 |
| Min length | 7 |
Characters and Unicode
| Total characters | 39956 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | DebtCon |
|---|---|
| 2nd row | HomeImp |
| 3rd row | DebtCon |
| 4th row | DebtCon |
| 5th row | DebtCon |
Common Values
| Value | Count | Frequency (%) |
| DebtCon | 3928 | |
| HomeImp | 1780 | |
| (Missing) | 252 | 4.2% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| debtcon | 3928 | |
| homeimp | 1780 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 5708 | |
| o | 5708 | |
| D | 3928 | |
| b | 3928 | |
| t | 3928 | |
| C | 3928 | |
| n | 3928 | |
| m | 3560 | |
| H | 1780 | 4.5% |
| I | 1780 | 4.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 28540 | |
| Uppercase Letter | 11416 | 28.6% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 5708 | |
| o | 5708 | |
| b | 3928 | |
| t | 3928 | |
| n | 3928 | |
| m | 3560 | |
| p | 1780 | 6.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 3928 | |
| C | 3928 | |
| H | 1780 | |
| I | 1780 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 39956 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 5708 | |
| o | 5708 | |
| D | 3928 | |
| b | 3928 | |
| t | 3928 | |
| C | 3928 | |
| n | 3928 | |
| m | 3560 | |
| H | 1780 | 4.5% |
| I | 1780 | 4.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 39956 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 5708 | |
| o | 5708 | |
| D | 3928 | |
| b | 3928 | |
| t | 3928 | |
| C | 3928 | |
| n | 3928 | |
| m | 3560 | |
| H | 1780 | 4.5% |
| I | 1780 | 4.5% |
| Distinct | 99 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 515 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.922268136 |
| Minimum | 0 |
|---|---|
| Maximum | 41 |
| Zeros | 415 |
| Zeros (%) | 7.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 7 |
| Q3 | 13 |
| 95-th percentile | 24 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.573982249 |
|---|---|
| Coefficient of variation (CV) | 0.8488852984 |
| Kurtosis | 0.3720724789 |
| Mean | 8.922268136 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.9884600695 |
| Sum | 48581.75 |
| Variance | 57.36520711 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 415 | 7.0% |
| 1 | 363 | 6.1% |
| 2 | 347 | 5.8% |
| 5 | 333 | 5.6% |
| 4 | 324 | 5.4% |
| 6 | 318 | 5.3% |
| 3 | 307 | 5.2% |
| 9 | 286 | 4.8% |
| 10 | 285 | 4.8% |
| 8 | 256 | 4.3% |
| Other values (89) | 2211 | |
| (Missing) | 515 | 8.6% |
| Value | Count | Frequency (%) |
| 0 | 415 | |
| 0.1 | 14 | 0.2% |
| 0.2 | 10 | 0.2% |
| 0.25 | 1 | < 0.1% |
| 0.3 | 7 | 0.1% |
| 0.4 | 9 | 0.2% |
| 0.5 | 7 | 0.1% |
| 0.6 | 4 | 0.1% |
| 0.7 | 4 | 0.1% |
| 0.75 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 41 | 3 | 0.1% |
| 36 | 5 | 0.1% |
| 35 | 5 | 0.1% |
| 34 | 2 | < 0.1% |
| 33 | 2 | < 0.1% |
| 32 | 1 | < 0.1% |
| 31 | 12 | 0.2% |
| 30 | 30 | |
| 29.9 | 1 | < 0.1% |
| 29 | 29 |
MORTGAGE_DUE_AMT
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONMISSING| Distinct | 5053 |
|---|---|
| Distinct (%) | 92.9% |
| Missing | 518 |
| Missing (%) | 8.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 73760.8172 |
| Minimum | 2063 |
|---|---|
| Maximum | 399550 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.1 KiB |
Quantile statistics
| Minimum | 2063 |
|---|---|
| 5-th percentile | 18232.4 |
| Q1 | 46276 |
| median | 65019 |
| Q3 | 91488 |
| 95-th percentile | 151999.55 |
| Maximum | 399550 |
| Range | 397487 |
| Interquartile range (IQR) | 45212 |
Descriptive statistics
| Standard deviation | 44457.60946 |
|---|---|
| Coefficient of variation (CV) | 0.6027266392 |
| Kurtosis | 6.481866314 |
| Mean | 73760.8172 |
| Median Absolute Deviation (MAD) | 21655.5 |
| Skewness | 1.814480702 |
| Sum | 401406367.2 |
| Variance | 1976479039 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42000 | 11 | 0.2% |
| 47000 | 10 | 0.2% |
| 65000 | 9 | 0.2% |
| 55000 | 7 | 0.1% |
| 124000 | 7 | 0.1% |
| 45000 | 7 | 0.1% |
| 50000 | 7 | 0.1% |
| 62000 | 7 | 0.1% |
| 70000 | 7 | 0.1% |
| 39000 | 6 | 0.1% |
| Other values (5043) | 5364 | |
| (Missing) | 518 | 8.7% |
| Value | Count | Frequency (%) |
| 2063 | 1 | |
| 2619 | 1 | |
| 2800 | 1 | |
| 3372 | 1 | |
| 4000 | 1 | |
| 4447 | 1 | |
| 4500 | 1 | |
| 4641 | 1 | |
| 4734 | 1 | |
| 4742 | 1 |
| Value | Count | Frequency (%) |
| 399550 | 1 | |
| 399412 | 1 | |
| 397299 | 1 | |
| 391000 | 1 | |
| 371003 | 1 | |
| 369874 | 1 | |
| 367917 | 1 | |
| 367089 | 1 | |
| 365528 | 1 | |
| 363737 | 1 |
| Distinct | 16 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 510 |
| Missing (%) | 8.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.186055046 |
| Minimum | 0 |
|---|---|
| Maximum | 17 |
| Zeros | 2531 |
| Zeros (%) | 42.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 17 |
| Range | 17 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.728674971 |
|---|---|
| Coefficient of variation (CV) | 1.457499782 |
| Kurtosis | 9.786507278 |
| Mean | 1.186055046 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.621984172 |
| Sum | 6464 |
| Variance | 2.988317156 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=16)
| Value | Count | Frequency (%) |
| 0 | 2531 | |
| 1 | 1339 | |
| 2 | 780 | 13.1% |
| 3 | 392 | 6.6% |
| 4 | 156 | 2.6% |
| 5 | 75 | 1.3% |
| 6 | 56 | 0.9% |
| 7 | 44 | 0.7% |
| 10 | 28 | 0.5% |
| 8 | 22 | 0.4% |
| Other values (6) | 27 | 0.5% |
| (Missing) | 510 | 8.6% |
| Value | Count | Frequency (%) |
| 0 | 2531 | |
| 1 | 1339 | |
| 2 | 780 | 13.1% |
| 3 | 392 | 6.6% |
| 4 | 156 | 2.6% |
| 5 | 75 | 1.3% |
| 6 | 56 | 0.9% |
| 7 | 44 | 0.7% |
| 8 | 22 | 0.4% |
| 9 | 11 | 0.2% |
| Value | Count | Frequency (%) |
| 17 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 12 | 2 | < 0.1% |
| 11 | 10 | 0.2% |
| 10 | 28 | |
| 9 | 11 | 0.2% |
| 8 | 22 | 0.4% |
| 7 | 44 | |
| 6 | 56 |
| Distinct | 5314 |
|---|---|
| Distinct (%) | 94.0% |
| Missing | 308 |
| Missing (%) | 5.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 179.7662752 |
| Minimum | 0 |
|---|---|
| Maximum | 1168.233561 |
| Zeros | 2 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 68.9126539 |
| Q1 | 115.1167022 |
| median | 173.4666667 |
| Q3 | 231.5622781 |
| 95-th percentile | 321.6333333 |
| Maximum | 1168.233561 |
| Range | 1168.233561 |
| Interquartile range (IQR) | 116.4455759 |
Descriptive statistics
| Standard deviation | 85.81009176 |
|---|---|
| Coefficient of variation (CV) | 0.4773425476 |
| Kurtosis | 7.599549329 |
| Mean | 179.7662752 |
| Median Absolute Deviation (MAD) | 58.27041147 |
| Skewness | 1.343412043 |
| Sum | 1016038.987 |
| Variance | 7363.371848 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 206.9666667 | 7 | 0.1% |
| 102.5 | 7 | 0.1% |
| 123.7666667 | 6 | 0.1% |
| 109.5666667 | 6 | 0.1% |
| 95.36666667 | 6 | 0.1% |
| 177.5 | 6 | 0.1% |
| 304.3666667 | 5 | 0.1% |
| 189.7 | 5 | 0.1% |
| 219.1333333 | 5 | 0.1% |
| 73.03333333 | 5 | 0.1% |
| Other values (5304) | 5594 | |
| (Missing) | 308 | 5.2% |
| Value | Count | Frequency (%) |
| 0 | 2 | |
| 0.4867114508 | 1 | |
| 0.5071145295 | 1 | |
| 2.033333333 | 1 | |
| 2.820785578 | 1 | |
| 3.04438414 | 1 | |
| 4.412770061 | 1 | |
| 5.243341044 | 1 | |
| 6.133333333 | 1 | |
| 8.055265077 | 1 |
| Value | Count | Frequency (%) |
| 1168.233561 | 1 | |
| 1154.633333 | 1 | |
| 649.7471044 | 1 | |
| 648.3284926 | 1 | |
| 639.0581723 | 1 | |
| 638.2753611 | 1 | |
| 634.4618926 | 1 | |
| 632.1031857 | 1 | |
| 630.0333333 | 1 | |
| 629.0957663 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 279 |
| Missing (%) | 4.7% |
| Memory size | 401.0 KiB |
| Other | |
|---|---|
| ProfExe | |
| Office | |
| Mgr | |
| Self | 193 |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.312092941 |
| Min length | 3 |
Characters and Unicode
| Total characters | 30178 |
|---|---|
| Distinct characters | 18 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | ProfExe |
|---|---|
| 2nd row | ProfExe |
| 3rd row | Other |
| 4th row | ProfExe |
| 5th row | Other |
Common Values
| Value | Count | Frequency (%) |
| Other | 2388 | |
| ProfExe | 1276 | |
| Office | 948 | 15.9% |
| Mgr | 767 | 12.9% |
| Self | 193 | 3.2% |
| Sales | 109 | 1.8% |
| (Missing) | 279 | 4.7% |
Length
Histogram of lengths of the category
Pie chart
| Value | Count | Frequency (%) |
| other | 2388 | |
| profexe | 1276 | |
| office | 948 | 16.7% |
| mgr | 767 | 13.5% |
| self | 193 | 3.4% |
| sales | 109 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4914 | |
| r | 4431 | |
| f | 3365 | |
| O | 3336 | |
| t | 2388 | |
| h | 2388 | |
| P | 1276 | 4.2% |
| o | 1276 | 4.2% |
| E | 1276 | 4.2% |
| x | 1276 | 4.2% |
| Other values (8) | 4252 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 23221 | |
| Uppercase Letter | 6957 | 23.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 4914 | |
| r | 4431 | |
| f | 3365 | |
| t | 2388 | |
| h | 2388 | |
| o | 1276 | 5.5% |
| x | 1276 | 5.5% |
| i | 948 | 4.1% |
| c | 948 | 4.1% |
| g | 767 | 3.3% |
| Other values (3) | 520 | 2.2% |
Uppercase Letter
| Value | Count | Frequency (%) |
| O | 3336 | |
| P | 1276 | 18.3% |
| E | 1276 | 18.3% |
| M | 767 | 11.0% |
| S | 302 | 4.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 30178 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 4914 | |
| r | 4431 | |
| f | 3365 | |
| O | 3336 | |
| t | 2388 | |
| h | 2388 | |
| P | 1276 | 4.2% |
| o | 1276 | 4.2% |
| E | 1276 | 4.2% |
| x | 1276 | 4.2% |
| Other values (8) | 4252 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 30178 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 4914 | |
| r | 4431 | |
| f | 3365 | |
| O | 3336 | |
| t | 2388 | |
| h | 2388 | |
| P | 1276 | 4.2% |
| o | 1276 | 4.2% |
| E | 1276 | 4.2% |
| x | 1276 | 4.2% |
| Other values (8) | 4252 |
| Distinct | 14 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 580 |
| Missing (%) | 9.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4494423792 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 4179 |
| Zeros (%) | 70.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 93.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.127265918 |
|---|---|
| Coefficient of variation (CV) | 2.508143357 |
| Kurtosis | 23.56544868 |
| Mean | 0.4494423792 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.023149577 |
| Sum | 2418 |
| Variance | 1.270728449 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 0 | 4179 | |
| 1 | 654 | 11.0% |
| 2 | 250 | 4.2% |
| 3 | 129 | 2.2% |
| 4 | 78 | 1.3% |
| 5 | 38 | 0.6% |
| 6 | 27 | 0.5% |
| 7 | 13 | 0.2% |
| 8 | 5 | 0.1% |
| 11 | 2 | < 0.1% |
| Other values (4) | 5 | 0.1% |
| (Missing) | 580 | 9.7% |
| Value | Count | Frequency (%) |
| 0 | 4179 | |
| 1 | 654 | 11.0% |
| 2 | 250 | 4.2% |
| 3 | 129 | 2.2% |
| 4 | 78 | 1.3% |
| 5 | 38 | 0.6% |
| 6 | 27 | 0.5% |
| 7 | 13 | 0.2% |
| 8 | 5 | 0.1% |
| 10 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 15 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 12 | 1 | < 0.1% |
| 11 | 2 | < 0.1% |
| 10 | 2 | < 0.1% |
| 8 | 5 | 0.1% |
| 7 | 13 | 0.2% |
| 6 | 27 | 0.5% |
| 5 | 38 | |
| 4 | 78 |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here. A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.
The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.
First rows
| PROPERTY_VALUE_AMT | TARGET | CRDT_LINE_CNT | DEROG_CNT | DEBT_INC_RTIO_AMT | LOAN_AMT | REASON_CDE | YOJ_AMT | MORTGAGE_DUE_AMT | RCNT_CRDT_CNT | OLD_AGE_TRADE_AMT | JOB_CDE | DELINGQ_CNT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 91704.0 | 0 | 20.0 | 0.0 | 30.206893 | 20000 | DebtCon | 10.0 | 28440.0 | 0.0 | 143.637439 | ProfExe | 0.0 |
| 1 | 88342.0 | 0 | 11.0 | 0.0 | 43.717635 | 4800 | HomeImp | 7.0 | 80482.0 | 0.0 | 275.032395 | ProfExe | 0.0 |
| 2 | 242602.0 | 0 | 26.0 | 0.0 | 41.277127 | 25700 | DebtCon | 8.0 | 197425.0 | 2.0 | 102.960346 | Other | 0.0 |
| 3 | 68500.0 | 0 | 42.0 | 0.0 | NaN | 18000 | DebtCon | 10.0 | 45000.0 | 1.0 | 190.800000 | ProfExe | 0.0 |
| 4 | 55500.0 | 0 | 11.0 | 0.0 | NaN | 8600 | DebtCon | 6.0 | 41126.0 | 1.0 | 73.033333 | Other | 0.0 |
| 5 | 64386.0 | 0 | 17.0 | 0.0 | 36.787306 | 17200 | DebtCon | 27.0 | 51352.0 | 1.0 | 295.955414 | Mgr | 0.0 |
| 6 | 73380.0 | 0 | 18.0 | 0.0 | 24.374481 | 40300 | DebtCon | 4.0 | 33299.0 | 1.0 | 184.537589 | ProfExe | 0.0 |
| 7 | 137552.0 | 0 | 13.0 | 0.0 | 31.344366 | 17300 | DebtCon | 6.0 | 110614.0 | 0.0 | 85.232501 | ProfExe | 0.0 |
| 8 | 85782.0 | 0 | 25.0 | 2.0 | 33.206970 | 16000 | DebtCon | 1.0 | 66395.0 | 1.0 | 99.519218 | Other | 1.0 |
| 9 | 46571.0 | 0 | 19.0 | 5.0 | 29.371300 | 43500 | DebtCon | NaN | NaN | NaN | 108.586633 | Other | NaN |
Last rows
| PROPERTY_VALUE_AMT | TARGET | CRDT_LINE_CNT | DEROG_CNT | DEBT_INC_RTIO_AMT | LOAN_AMT | REASON_CDE | YOJ_AMT | MORTGAGE_DUE_AMT | RCNT_CRDT_CNT | OLD_AGE_TRADE_AMT | JOB_CDE | DELINGQ_CNT | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 5950 | 128000.0 | 1 | 26.0 | 1.0 | NaN | 21800 | HomeImp | 15.0 | 99753.0 | 3.0 | 286.100000 | ProfExe | 2.0 |
| 5951 | 89640.0 | 0 | NaN | NaN | NaN | 5000 | DebtCon | 0.3 | 74225.0 | NaN | NaN | ProfExe | NaN |
| 5952 | 52000.0 | 0 | 13.0 | 0.0 | NaN | 20000 | DebtCon | NaN | 29400.0 | 0.0 | 219.133333 | Other | 0.0 |
| 5953 | 123385.0 | 0 | 32.0 | 0.0 | NaN | 12000 | HomeImp | 10.0 | 98000.0 | 3.0 | 170.433333 | ProfExe | 0.0 |
| 5954 | 234004.0 | 0 | 27.0 | 0.0 | 40.049113 | 20600 | DebtCon | 3.0 | 185050.0 | 0.0 | 313.604489 | ProfExe | 0.0 |
| 5955 | 171916.0 | 0 | 16.0 | 0.0 | 27.689911 | 31300 | DebtCon | 16.0 | 119911.0 | 0.0 | 140.449471 | ProfExe | 0.0 |
| 5956 | 181157.0 | 0 | 19.0 | 1.0 | 40.874699 | 30500 | DebtCon | 2.0 | 138082.0 | 1.0 | 219.247307 | ProfExe | 0.0 |
| 5957 | 167302.0 | 0 | 24.0 | 0.0 | 35.043101 | 29900 | DebtCon | 0.0 | 131756.0 | 1.0 | 237.562241 | Mgr | 0.0 |
| 5958 | 111304.0 | 0 | 14.0 | 0.0 | 32.131373 | 81400 | HomeImp | 26.0 | 21041.0 | 0.0 | 146.322783 | NaN | 0.0 |
| 5959 | 72082.0 | 0 | 21.0 | 0.0 | 29.016217 | 59800 | DebtCon | 4.0 | 42069.0 | 0.0 | 78.404073 | Other | 0.0 |